{"id":2058,"date":"2022-12-06T11:05:16","date_gmt":"2022-12-06T16:05:16","guid":{"rendered":"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/?p=2058"},"modified":"2022-12-06T16:06:40","modified_gmt":"2022-12-06T21:06:40","slug":"hunan-finalproject","status":"publish","type":"post","link":"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/hunan\/12\/06\/hunan-finalproject\/","title":{"rendered":"hunan-FinalProject"},"content":{"rendered":"<p>To those who are reading, just don&#8217;t.<br \/>\nThis is for presentation purposes only, will update a more readable version by the documentation deadline.<\/p>\n<p><a href=\"https:\/\/docs.google.com\/presentation\/d\/1ms6qwQ3NxZzsNMV57IJTkCHsFD9nOZ2XZltgs-Xm-H8\/edit?usp=sharing\">https:\/\/docs.google.com\/presentation\/d\/1ms6qwQ3NxZzsNMV57IJTkCHsFD9nOZ2XZltgs-Xm-H8\/edit?usp=sharing<\/a><\/p>\n<h4>CONTEXT:<\/h4>\n<p><img decoding=\"async\" src=\"https:\/\/static01.nyt.com\/images\/2018\/06\/07\/world\/00chinaw-police-7\/merlin_138777552_38faf2c0-2297-474b-ba3c-178fa1060194-jumbo.jpg\" alt=\"Inside China's Dystopian Dreams: A.I., Shame and Lots of Cameras - The New York Times\" \/><\/p>\n<p><a href=\"https:\/\/www.nytimes.com\/2018\/07\/08\/business\/china-surveillance-technology.html\">Inside China\u2019s Dystopian Dreams: A.I., Shame and Lots of Cameras<\/a><\/p>\n<p><a href=\"https:\/\/www.nytimes.com\/2022\/12\/05\/nyregion\/new-york-china-protests.html\">Chinese Abroad: Worried, Wary and Protesting<\/a><\/p>\n<h4><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-2065\" src=\"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-content\/uploads\/2022\/12\/ime.png\" alt=\"\" width=\"597\" height=\"448\" \/><\/h4>\n<h4><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-medium wp-image-2066\" src=\"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-content\/uploads\/2022\/12\/e-640x284.png\" alt=\"\" width=\"640\" height=\"284\" srcset=\"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-content\/uploads\/2022\/12\/e-640x284.png 640w, https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-content\/uploads\/2022\/12\/e-1024x455.png 1024w, https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-content\/uploads\/2022\/12\/e-768x341.png 768w, https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-content\/uploads\/2022\/12\/e-1200x533.png 1200w, https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-content\/uploads\/2022\/12\/e.png 1380w\" sizes=\"(max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 984px) 61vw, (max-width: 1362px) 45vw, 600px\" \/><\/h4>\n<h4>SHOW:<\/h4>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-medium wp-image-2068\" src=\"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-content\/uploads\/2022\/12\/grid-480x480.jpg\" alt=\"\" width=\"480\" height=\"480\" srcset=\"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-content\/uploads\/2022\/12\/grid-480x480.jpg 480w, https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-content\/uploads\/2022\/12\/grid-150x150.jpg 150w, https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-content\/uploads\/2022\/12\/grid-768x768.jpg 768w, https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-content\/uploads\/2022\/12\/grid.jpg 896w\" sizes=\"(max-width: 480px) 85vw, 480px\" \/><\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-medium wp-image-2110\" src=\"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-content\/uploads\/2022\/12\/grid-1-640x432.jpg\" alt=\"\" width=\"640\" height=\"432\" srcset=\"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-content\/uploads\/2022\/12\/grid-1-640x432.jpg 640w, https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-content\/uploads\/2022\/12\/grid-1-1024x691.jpg 1024w, https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-content\/uploads\/2022\/12\/grid-1-768x518.jpg 768w, https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-content\/uploads\/2022\/12\/grid-1-1536x1037.jpg 1536w, https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-content\/uploads\/2022\/12\/grid-1-2048x1382.jpg 2048w, https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-content\/uploads\/2022\/12\/grid-1-1200x810.jpg 1200w\" sizes=\"(max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 984px) 61vw, (max-width: 1362px) 45vw, 600px\" \/><\/p>\n<h4>PRODUCT:<\/h4>\n<p>YOLO -&gt; ViT -&gt; Mediapipe<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-medium wp-image-2067\" src=\"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-content\/uploads\/2022\/12\/run-640x196.png\" alt=\"\" width=\"640\" height=\"196\" srcset=\"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-content\/uploads\/2022\/12\/run-640x196.png 640w, https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-content\/uploads\/2022\/12\/run-768x235.png 768w, https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-content\/uploads\/2022\/12\/run.png 1009w\" sizes=\"(max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 984px) 61vw, (max-width: 1362px) 45vw, 600px\" \/><\/p>\n<h4>PROCESS:<\/h4>\n<p>Image scraping<br \/>\nLabeling<br \/>\nTraining ViT<br \/>\nBuilding pipelines to link all 3 models together<\/p>\n<p>get a face embedding using face-recognition<br \/>\nreduce dimension<br \/>\ncluster<br \/>\nvisualize<\/p>\n<h4>Garbage:<\/h4>\n<p>Teachable machine<br \/>\nFace-recognition<\/p>\n","protected":false},"excerpt":{"rendered":"<p>To those who are reading, just don&#8217;t. This is for presentation purposes only, will update a more readable version by the documentation deadline. https:\/\/docs.google.com\/presentation\/d\/1ms6qwQ3NxZzsNMV57IJTkCHsFD9nOZ2XZltgs-Xm-H8\/edit?usp=sharing CONTEXT: Inside China\u2019s Dystopian Dreams: A.I., Shame and Lots of Cameras Chinese Abroad: Worried, Wary and Protesting SHOW: PRODUCT: YOLO -&gt; ViT -&gt; Mediapipe PROCESS: Image scraping Labeling Training ViT Building &hellip; <a href=\"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/hunan\/12\/06\/hunan-finalproject\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;hunan-FinalProject&#8221;<\/span><\/a><\/p>\n","protected":false},"author":15,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[20],"tags":[],"_links":{"self":[{"href":"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-json\/wp\/v2\/posts\/2058"}],"collection":[{"href":"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-json\/wp\/v2\/users\/15"}],"replies":[{"embeddable":true,"href":"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-json\/wp\/v2\/comments?post=2058"}],"version-history":[{"count":5,"href":"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-json\/wp\/v2\/posts\/2058\/revisions"}],"predecessor-version":[{"id":2324,"href":"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-json\/wp\/v2\/posts\/2058\/revisions\/2324"}],"wp:attachment":[{"href":"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-json\/wp\/v2\/media?parent=2058"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-json\/wp\/v2\/categories?post=2058"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-json\/wp\/v2\/tags?post=2058"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}